| Number of Variables | 18 |
|---|---|
| Number of Rows | 8760 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 4.9 MB |
| Average Row Size in Memory | 587.2 B |
| Variable Types |
|
| rain is skewed | Skewed |
|---|---|
| count is skewed | Skewed |
| date has a high cardinality: 365 distinct values | High Cardinality |
| date has constant length 10 | Constant Length |
| year has constant length 4 | Constant Length |
| dayofweek_n has constant length 1 | Constant Length |
| season has constant length 6 | Constant Length |
| temp has 137 (1.56%) negatives | Negatives |
| rain has 7863 (89.76%) zeros | Zeros |
| count has 1794 (20.48%) zeros | Zeros |
categorical
| Approximate Distinct Count | 365 |
|---|---|
| Approximate Unique (%) | 4.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 641.6 KB |
| Mean | 10 |
|---|---|
| Standard Deviation | 0 |
| Median | 10 |
| Minimum | 10 |
| Maximum | 10 |
| 1st row | 2021-03-01 |
|---|---|
| 2nd row | 2021-03-01 |
| 3rd row | 2021-03-01 |
| 4th row | 2021-03-01 |
| 5th row | 2021-03-01 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 17520 |
| Decimal Number | 70080 |
numerical
| Approximate Distinct Count | 48 |
|---|---|
| Approximate Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 136.9 KB |
| Mean | 0.06841 |
| Minimum | 0 |
| Maximum | 10.3 |
| Zeros | 7863 |
| Zeros (%) | 89.8% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th Percentile | 0.2 |
| Maximum | 10.3 |
| Range | 10.3 |
| IQR | 0 |
| Mean | 0.06841 |
|---|---|
| Standard Deviation | 0.3534 |
| Variance | 0.1249 |
| Sum | 599.3 |
| Skewness | 10.0375 |
| Kurtosis | 155.8882 |
| Coefficient of Variation | 5.1656 |
numerical
| Approximate Distinct Count | 293 |
|---|---|
| Approximate Unique (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 136.9 KB |
| Mean | 10.188 |
| Minimum | -4.5 |
| Maximum | 26.3 |
| Zeros | 12 |
| Zeros (%) | 0.1% |
| Negatives | 137 |
| Negatives (%) | 1.6% |
| Minimum | -4.5 |
|---|---|
| 5-th Percentile | 2 |
| Q1 | 6.6 |
| Median | 10 |
| Q3 | 13.9 |
| 95-th Percentile | 18.3 |
| Maximum | 26.3 |
| Range | 30.8 |
| IQR | 7.3 |
| Mean | 10.188 |
|---|---|
| Standard Deviation | 5.0366 |
| Variance | 25.3668 |
| Sum | 89246.7 |
| Skewness | 0.07705 |
| Kurtosis | -0.3422 |
| Coefficient of Variation | 0.4944 |
numerical
| Approximate Distinct Count | 69 |
|---|---|
| Approximate Unique (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 136.9 KB |
| Mean | 82.3305 |
| Minimum | 24 |
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 24 |
|---|---|
| 5-th Percentile | 59 |
| Q1 | 75 |
| Median | 84 |
| Q3 | 91 |
| 95-th Percentile | 98 |
| Maximum | 100 |
| Range | 76 |
| IQR | 16 |
| Mean | 82.3305 |
|---|---|
| Standard Deviation | 11.6707 |
| Variance | 136.2053 |
| Sum | 721215 |
| Skewness | -0.8464 |
| Kurtosis | 0.4797 |
| Coefficient of Variation | 0.1418 |
numerical
| Approximate Distinct Count | 33 |
|---|---|
| Approximate Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 136.9 KB |
| Mean | 8.6355 |
| Minimum | 1 |
| Maximum | 35 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 3 |
| Q1 | 5 |
| Median | 8 |
| Q3 | 11 |
| 95-th Percentile | 17 |
| Maximum | 35 |
| Range | 34 |
| IQR | 6 |
| Mean | 8.6355 |
|---|---|
| Standard Deviation | 4.446 |
| Variance | 19.7668 |
| Sum | 75647 |
| Skewness | 1.0078 |
| Kurtosis | 1.5549 |
| Coefficient of Variation | 0.5148 |
numerical
| Approximate Distinct Count | 24 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 136.9 KB |
| Mean | 11.5 |
| Minimum | 0 |
| Maximum | 23 |
| Zeros | 365 |
| Zeros (%) | 4.2% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 5.75 |
| Median | 11.5 |
| Q3 | 17.25 |
| 95-th Percentile | 22 |
| Maximum | 23 |
| Range | 23 |
| IQR | 11.5 |
| Mean | 11.5 |
|---|---|
| Standard Deviation | 6.9226 |
| Variance | 47.9221 |
| Sum | 100740 |
| Skewness | 0 |
| Kurtosis | -1.2042 |
| Coefficient of Variation | 0.602 |
numerical
| Approximate Distinct Count | 31 |
|---|---|
| Approximate Unique (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 136.9 KB |
| Mean | 15.7205 |
| Minimum | 1 |
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 2 |
| Q1 | 8 |
| Median | 16 |
| Q3 | 23 |
| 95-th Percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| IQR | 15 |
| Mean | 15.7205 |
|---|---|
| Standard Deviation | 8.7967 |
| Variance | 77.3828 |
| Sum | 137712 |
| Skewness | 0.007521 |
| Kurtosis | -1.1932 |
| Coefficient of Variation | 0.5596 |
numerical
| Approximate Distinct Count | 12 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 136.9 KB |
| Mean | 6.526 |
| Minimum | 1 |
| Maximum | 12 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 4 |
| Median | 7 |
| Q3 | 10 |
| 95-th Percentile | 12 |
| Maximum | 12 |
| Range | 11 |
| IQR | 6 |
| Mean | 6.526 |
|---|---|
| Standard Deviation | 3.448 |
| Variance | 11.889 |
| Sum | 57168 |
| Skewness | -0.01046 |
| Kurtosis | -1.2071 |
| Coefficient of Variation | 0.5284 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 590.3 KB |
| Mean | 4 |
|---|---|
| Standard Deviation | 0 |
| Median | 4 |
| Minimum | 4 |
| Maximum | 4 |
| 1st row | 2021 |
|---|---|
| 2nd row | 2021 |
| 3rd row | 2021 |
| 4th row | 2021 |
| 5th row | 2021 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 35040 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 598.8 KB |
| Mean | 4.9991 |
|---|---|
| Standard Deviation | 0.03021 |
| Median | 5 |
| Minimum | 4 |
| Maximum | 5 |
| 1st row | False |
|---|---|
| 2nd row | False |
| 3rd row | False |
| 4th row | False |
| 5th row | False |
| Count | 43792 |
|---|---|
| Lowercase Letter | 35032 |
| Space Separator | 0 |
| Uppercase Letter | 8760 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 7 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 564.6 KB |
| Mean | 1 |
|---|---|
| Standard Deviation | 0 |
| Median | 1 |
| Minimum | 1 |
| Maximum | 1 |
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
| Count | 0 |
|---|---|
| Lowercase Letter | 0 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 8760 |
categorical
| Approximate Distinct Count | 7 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 617.1 KB |
| Mean | 7.1397 |
|---|---|
| Standard Deviation | 1.125 |
| Median | 7 |
| Minimum | 6 |
| Maximum | 9 |
| 1st row | Monday |
|---|---|
| 2nd row | Monday |
| 3rd row | Monday |
| 4th row | Monday |
| 5th row | Monday |
| Count | 62544 |
|---|---|
| Lowercase Letter | 53784 |
| Space Separator | 0 |
| Uppercase Letter | 8760 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 592.7 KB |
| Mean | 4.2856 |
|---|---|
| Standard Deviation | 0.4517 |
| Median | 4 |
| Minimum | 4 |
| Maximum | 5 |
| 1st row | True |
|---|---|
| 2nd row | True |
| 3rd row | True |
| 4th row | True |
| 5th row | True |
| Count | 37542 |
|---|---|
| Lowercase Letter | 28782 |
| Space Separator | 0 |
| Uppercase Letter | 8760 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 607.4 KB |
| Mean | 6 |
|---|---|
| Standard Deviation | 0 |
| Median | 6 |
| Minimum | 6 |
| Maximum | 6 |
| 1st row | Winter |
|---|---|
| 2nd row | Winter |
| 3rd row | Winter |
| 4th row | Winter |
| 5th row | Winter |
| Count | 52560 |
|---|---|
| Lowercase Letter | 43800 |
| Space Separator | 0 |
| Uppercase Letter | 8760 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 596.3 KB |
| Mean | 4.7021 |
|---|---|
| Standard Deviation | 0.4574 |
| Median | 5 |
| Minimum | 4 |
| Maximum | 5 |
| 1st row | False |
|---|---|
| 2nd row | False |
| 3rd row | False |
| 4th row | False |
| 5th row | False |
| Count | 41190 |
|---|---|
| Lowercase Letter | 32430 |
| Space Separator | 0 |
| Uppercase Letter | 8760 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 4 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 614.5 KB |
| Mean | 6.8333 |
|---|---|
| Standard Deviation | 1.5185 |
| Median | 7 |
| Minimum | 5 |
| Maximum | 9 |
| 1st row | Night |
|---|---|
| 2nd row | Night |
| 3rd row | Night |
| 4th row | Night |
| 5th row | Night |
| Count | 59860 |
|---|---|
| Lowercase Letter | 51100 |
| Space Separator | 0 |
| Uppercase Letter | 8760 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 5 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 618.1 KB |
| Mean | 7.2579 |
|---|---|
| Standard Deviation | 1.1683 |
| Median | 7 |
| Minimum | 7 |
| Maximum | 13 |
| 1st row | no rain |
|---|---|
| 2nd row | no rain |
| 3rd row | no rain |
| 4th row | no rain |
| 5th row | no rain |
| Count | 55283 |
|---|---|
| Lowercase Letter | 55283 |
| Space Separator | 8296 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
numerical
| Approximate Distinct Count | 25 |
|---|---|
| Approximate Unique (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 136.9 KB |
| Mean | 3.7807 |
| Minimum | 0 |
| Maximum | 26 |
| Zeros | 1794 |
| Zeros (%) | 20.5% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 1 |
| Median | 3 |
| Q3 | 6 |
| 95-th Percentile | 11 |
| Maximum | 26 |
| Range | 26 |
| IQR | 5 |
| Mean | 3.7807 |
|---|---|
| Standard Deviation | 3.6198 |
| Variance | 13.1028 |
| Sum | 33119 |
| Skewness | 1.1671 |
| Kurtosis | 1.3939 |
| Coefficient of Variation | 0.9574 |